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Automation Risk Analysis

Will “Software Engineering Systems IT Specialist (Software Engineering Systems Information Technology Specialist)” be Automated?

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AI Exposure Risk

58%

“Software Engineering Systems IT Specialist (Software Engineering Systems Information Technology Specialist)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Software Engineering Systems IT Specialist (Software Engineering Systems Information Technology Specialist)” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Coordinate installation of software system.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Train users to use new or modified equipment.

  • Determine system performance standards.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

Technologies & Software

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  • Snowflake
  • Structured Query Report SQR
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  • Bootstrap
  • Evernote
  • Distributed component object model DCOM software
  • Haskell
  • PHP
  • Ubuntu
  • Adobe After Effects
  • MicroStrategy
  • v0 by Vercel
  • Microsoft ActiveX
  • Oracle JavaServer Pages JSP
  • Microsoft ASP.NET Core MVC
  • Common business oriented language COBOL
  • TypeScript
  • Oracle PeopleSoft Financials
  • Oracle Business Intelligence Suite
  • Oracle Primavera Enterprise Project Portfolio Management
  • Qlik Tech QlikView
  • Adobe Acrobat
  • VMware
  • Kimi (Moonshot AI)
  • Cisco Webex
  • SmugMug Flickr
  • Apache Flume
  • Nagios
  • Microsoft SQL Server Integration Services SSIS
  • Gemini Code Assist
  • FaceTime
  • IBM DB2
  • Oracle Database
  • FileMaker Pro
  • Operating system shells
  • GroupMe
  • Win CE
  • Software development tools
  • Docker
  • Google Drive
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  • IBM Notes
  • Object Management Group Object Request Broker
  • Grok (xAI)
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  • Microsoft SharePoint
  • Eclipse Jersey
  • Microservices Architecture
  • Apache Spark
  • Microsoft OneNote
  • SAP Adaptive Server Enterprise
  • Document management system software
  • Apache Hive
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  • DeepSeek
  • Border Gateway Protocol BGP
  • LogMeIn GoToWebinar
  • Web server software
  • 3M Post-it App
  • Hibernate ORM
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  • Microsoft ASP.NET
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  • IBM AIX
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  • Mistral AI (chat/models)
  • Event-driven State-machines Programming
  • Relational database management software
  • MongoDB
  • GitHub
  • Blink
  • Regression testing software
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  • IBM Rational RequisitePro
  • Atlassian Bamboo
  • Microsoft Visual Basic for Applications VBA
  • Google Meet
  • Unified modeling language UML
  • LAMP Stack
  • IBM Power Systems software
  • Apache Maven
  • Extensible stylesheet language transformations XSLT
  • Loom
  • Graphical user interface GUI builder software
  • Adobe ActionScript
  • Prolog
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  • IBM Rational PurifyPlus
  • Apache Subversion SVN
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  • GraphQL
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  • System testing software
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  • Go
  • Git
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  • Microsoft ESP SDK
  • Apache Cassandra
  • Migration software
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  • Disk operating system DOS
  • Microsoft transact-structural query language T-SQL
  • Chef
  • JavaScript Object Notation JSON
  • LinkedIn
  • Real time operating system RTOS software
  • Symantec Visual Cafe
  • Voice over internet protocol VoIP system software
  • NetSuite ERP
  • Enterprise application integration EAI software
  • Skype
  • Microsoft DirectX
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  • Spring Framework
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  • Web service definition language WDSL
  • Oracle Reports
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  • XML Path Language XPATH
  • Microsoft Teams
  • Apache Avro
  • Google Android
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  • Single sign-on SSO
  • Apple iOS
  • Perl
  • JFrog Artifactory
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  • UNIX
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  • Microsoft Visual Basic Scripting Edition VBScript
  • Oracle Business Intelligence Enterprise Edition
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  • Structured query language SQL
  • Spring Boot
  • Qwen (Alibaba)
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  • Adobe Creative Cloud software
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  • List processing language LISP
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  • Tableau
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  • Microsoft PowerShell
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  • J
  • ChatGPT (OpenAI)
  • Programming language one PL/I
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  • Microsoft Project
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  • Backbone.js
  • JUnit
  • Apache Pig
  • jQuery
  • Beginner's all-purpose symbolic instruction code BASIC
  • Microsoft Azure DevOps Services
  • Computer On-line Real-time Applications Language CORAL 66
  • Mistral (Mistral AI)
  • Transact-SQL
  • IBM WebSphere
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  • Oracle PL/SQL
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  • C
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  • React
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  • Ext JS
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  • Extensible hypertext markup language XHTML
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  • SAP Business Intelligence
  • Nova (Amazon)
  • Advanced business application programming ABAP
  • Node.js
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  • Oracle E-Business Suite Financials
  • Oracle JDBC
  • Integration testing software
  • A programming language APL
  • Software distribution management software
  • Amazon CodeWhisperer
  • Objective C
  • Microsoft Windows
  • Gradle
  • GitLab
  • Software libraries
  • Apache Oozie
  • NoSQL
  • American National Standards Institute ANSI C
  • Ruby
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  • JavaScript framework software
  • Management information systems MIS
  • Quest Erwin Data Modeler
  • Dynamic hypertext markup language DHTML
  • Oracle Fusion Middleware
  • Call-processing language CPL
  • Microsoft Publisher
  • Apache HTTP Server
  • IBM Terraform
  • Hewlett Packard LoadRunner
  • Bolt.new
  • Kubernetes
  • Cascading style sheets CSS
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  • ICON programming language
  • Apache Solr
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  • Collaborative Application Markup Language CAML
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  • Automated installation software
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  • Extensible markup language XML
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  • MUMPS M
  • PostgreSQL
  • MySQL
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  • Ansible software
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  • Embedded systems development software
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  • String oriented symbolic language SNOBOL
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  • Alteryx software
  • IBM z/OS operating systems
  • Microsoft Windows Server
  • IBM SPSS Statistics
  • Simple API for XML SAX
  • Red Hat Enterprise Linux
  • Gemini (Google)
  • React Native
  • Sun Microsystems Java Persistence API
  • Adobe InDesign
  • Microsoft SQL Server
  • Python
  • Source code editor software
  • Vue.js
  • Restructured extended executor REXX
  • SAS
  • Microsoft Power Automate
  • Interface definition language IDL
  • Microsoft Internet Information Services (IIS)
  • Google Sites
  • IBM Domino
  • Oracle Eloqua
  • Delphi Technology
  • Drupal
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  • Emerald Software Group Emerald Green Office
  • Hewlett Packard HP-UX
  • Platform as a service PaaS
  • R
  • Citrix cloud computing software
  • Microsoft SQL Server Reporting Services SSRS
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  • ABC: the AspectBench Compiler for AspectJ
  • GitHub Copilot
  • AJAX
  • Forth
  • Bigloo Scheme
  • Oracle WebLogic Server
  • Apache Groovy
  • Enterprise resource planning ERP software
  • Devin (Cognition AI)
  • Claude (Anthropic)
  • Data manipulation language DML
  • Google Docs
  • Veritas NetBackup
  • Scheme
  • Adobe Dreamweaver
  • Microsoft Visio
  • Objective Caml
  • Microsoft .NET Framework
  • Apache HBase
  • AWK
  • Web application software
  • Microsoft Office software
  • Minitab
  • Shell script
  • Component-based Scalable Logical Architecture CSLA
  • E++ pattern language
  • Oracle JD Edwards EnterpriseOne
  • Red Hat WildFly
  • Algorithmic language ALGOL
  • ServiceNow
  • Google Angular
  • Zoom
  • Teradata Database
  • Microsoft Access
  • Microsoft Team Foundation Server
  • Google Slides
  • OpenAI ChatGPT
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  • The MathWorks MATLAB
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  • Mainframe computers
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  • Notebook computers
  • Desktop computers
  • Directory servers
  • Computer servers
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  • Logic analyzers
  • Digital cameras
  • Multi-core central processing unit CPU
  • Flash disks

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